FinanceAI by Sergio Jardon

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Open Banking & APIs

digital transformation

Open Banking & APIs

Mexico's Fintech Law of 2018 was one of the world's first to mandate open banking. Welcome to the gap between ambition and implementation ,and why it matters for every financial product built in Mexico today.

Agent #005 The ops monitor

Agent #005 The ops monitor

The final agent in the AI Dev Squad watches your CI/CD pipelines around the clock. But the most important part of this post isn't the agent, it's the safety architecture that makes all five agents trustworthy in production.

Digital banking in Mexico, from branch lines to app stores

Banking Technology

Digital banking in Mexico, from branch lines to app stores

Mexico has 70+ million fintech users, a landmark Fintech Law, and a national digital finance strategy through 2030. So why does 85% of the population still pay for their morning tacos in cash? Welcome to the most fascinating contradiction in Latin American finance

Agents #003 and #004: Doc Writer and QA Agent. Documentation and Tests on Autopilot

Agents #003 and #004: Doc Writer and QA Agent. Documentation and Tests on Autopilot

Documentation is always out of date. Tests are always written last, if at all. Two agents fix both problems simultaneously , one updates your README, CHANGELOG, and API docs on every merge; the other generates test scaffolding the moment a Jira ticket moves to development.

Agent #002 - The Code Reviewer

Agent #002 - The Code Reviewer

Every pull request your team opens deserves a first review. Here is how to build an agent that reads every PR, detects bugs and security issues, posts structured feedback on Github and notifies. Before your first coffee

Agent 001: The Scrum Master

Agent 001: The Scrum Master

Your daily standup takes 30 minutes and produces a 90-second summary that nobody reads. Here's how to build an AI agent that reads your entire Jira sprint every morning, detects blockers automatically, and posts a structured report to Slack, before you even blink your eyes.

The AI Dev Squad: How to Build a Team of 5 AI Agents That Runs Your Dev Workflow

The AI Dev Squad: How to Build a Team of 5 AI Agents That Runs Your Dev Workflow

What if your team had a Scrum Master that never missed a blocker, a Code Reviewer that read every PR in 30 seconds, a Doc Writer that never fell behind, a QA Agent that generated tests from user stories, and an Ops Monitor that never slept? This is not a thought experiment. Here's how to build it.

9 seconds for panic

9 seconds for panic

Last week, an AI coding agent wiped out a company’s entire production database and backups in under 10 seconds. Here’s what went wrong, and how to make sure it doesn’t happen to you.

Welcome

jardon.ai is a space dedicated to artificial intelligence applied to financial systems. Here you'll find analysis, Python projects, and insights from a 15-year global banking executive making the transition into AI. You will read about. * AI & Machine Learning in banking and fintech * Legacy system migration